Harnessing LLMs & Text-Embeddings API with Google Vertex AI
Master Google Vertex AI's Text-Embeddings API for Advanced AI Solutions
Created by Paulo Dichone
Discover how to use Google Vertex AI's Text-Embeddings API to build smarter AI solutions. You'll set up your environment, learn the ins and outs of embeddings, and put your skills to the test with practical projects. By the end, you'll know how to apply these tools to real-world tasks like text generation and information extraction.
Packt | Sep 2024 | 111 min
What You Will Learn
You'll begin by preparing your development environment and getting comfortable with the basics. As you move forward, you'll dive into hands-on exercises that cover generating and visualizing embeddings, running similarity searches, and building practical AI applications. Each step is designed to help you apply what you learn right away.
Key Features
- Set up and optimize your Google Cloud Platform for advanced AI projects
- Generate, visualize, and use embeddings for text and multimodal data
- Build scalable solutions like RAG systems and perform similarity searches
Target Audience
Ideal for data scientists, AI practitioners, and developers who already know Python and the basics of machine learning. If you're looking to expand your skills in cloud-based AI and want to create real solutions using Vertex AI, this course will help you reach your goals.
